Shaped Neighborhood based Flood Filled Conditional Iterators
Compute Aided Medical Procedures, Technische Universität München
| Please use this identifier to cite or link to this publication: http://hdl.handle.net/1926/1320 |
Published in The Insight Journal - 2007 July - December.
Submitted by Hauke Heibel on 11-27-2007.
ITK's flood filling iterator represents a way to visit pixels/voxels within an image having a specific connectivity. The iterator is initialized at known seed points and starting from these, neighbors that are within the desired connectivity are marked as to be visited and processed by the iterator in the future.
The FloodFilledFunctionConditionalConstIterator builds the foundation for the implementation of the NeighborhoodConnectedImageFilter and is currently fixed to investigating 4-neighborhoods in 2D and 6-neighborhoods in 3D. Since many existing applications use region growing algorithms that perform on full neighborhoods (i.e. 8-connected in 2D and 26-connected in 3D) it is desirable to be able to choose at least between these two standard connectivities.
In this document we describe the extension of the existing iterator to be using ShapedNeighborhoodIterators which has already been proposed in the implementation of the FloodFilledFunctionConditionalConstIterator.
The FloodFilledFunctionConditionalConstIterator builds the foundation for the implementation of the NeighborhoodConnectedImageFilter and is currently fixed to investigating 4-neighborhoods in 2D and 6-neighborhoods in 3D. Since many existing applications use region growing algorithms that perform on full neighborhoods (i.e. 8-connected in 2D and 26-connected in 3D) it is desirable to be able to choose at least between these two standard connectivities.
In this document we describe the extension of the existing iterator to be using ShapedNeighborhoodIterators which has already been proposed in the implementation of the FloodFilledFunctionConditionalConstIterator.
Data
ShapedFloodFilledConditionalRegionIterator.pdf (97Kb) [view paper]
ShapedFloodFilledConditionalRegionIterator.zip (99Kb)
ShapedFloodFilledConditionalRegionIterator.zip (99Kb)
Code
Automatic Testing Results
by Insight-Journal Dashboard
on Wed Jul 2 04:44:16 2008 for revision #4 



expertise: 5 sensitivity: 5 Click here for more details.
Go here to access the main testing dashboard.
Automatic Testing Results
by Insight-Journal Dashboard
on Tue Jul 1 11:21:43 2008 for revision #2 



expertise: 5 sensitivity: 5
Automatic Testing Results
by Insight-Journal Dashboard
on Tue Jul 1 11:21:35 2008 for revision #1 



expertise: 5 sensitivity: 5 Reviews
Quick Comments
Resources
| Download Package | |
| Download Paper, View Paper | |
Statistics more
| Global rating: | ![]() ![]() ![]() ![]()
|
| Review rating: | ![]() ![]() ![]() ![]() [review]
|
| Code rating: | ![]() ![]() ![]() ![]()
|
| Paper Quality: |
|
Information more
| Categories: | Iterators, Programming, Region growing, Segmentation |
| Keywords: | flood filling, region growing, connectivity, iterator, |
| Toolkit: | ITK (moved into the sandbox) |
| Export citation: | |
Share
Associated Publications more
| optimized image iterators | ||
View license
Loading license...
Send a message to the author

